he planning process is generally aimed at developing the city and making it meet the needs of different citizens. The green areas constitute one of the basic needs of the city and with the rapid and unusual growth in the size of cities, especially in the third world countries, which is often embodied in capitals. Which was achieved as a result of many reasons, including political, economic and social and even enshrined through some of the decisions that were issued and the city of Baghdad, but a clear example of these cities. The city and the environment are inseparable terms. The city is where people spend their lives and their daily experiences, and the environment is the center in which they live. The environment is not an area isolated from actions, aspirations and human needs. It is the sum total and the outcome of all external factors that affect the life of the organism. The environment is a complex dynamic system in which many interactive components are intertwined, and their knowledge of these components, their interactions and the relationships between man and natural resources and his developmental plans have made us realize more than ever that unless development is guided by environmental considerations, development results will be undesirable and return With few benefits or even completely fail. Therefore, we see that the countries, especially the developed ones, have given this aspect a lot of their concerns, but attention to this aspect in Iraq has been and is still below the required level and is reflected in the level of overrun on green areas and indifference to its importance in terms of climatic, aesthetic and environmental ..., by not implementing The plan is the basis for it, but it is overrun. Hence, the choice of Baghdad (the study area) and the problems mentioned previously of a population explosion and the resulting problems as well as the harsh climate that makes the green areas an urgent need to address the harsh conditions experienced by the city. As the problem was exacerbated and complicated and the inability of all the executive authorities to stop the urban encroachment on green areas and reduce abuses. The issue of land uses for urban purposes has faced serious problems in Iraqi cities, especially in Baghdad. Failures have been repeated in implementing the basic plan for the green areas due to ignoring their climatic, environmental, economic and social importance and making decisions that failed to understand the nature of this component. The absence of environmental legislation and the low environmental awareness of these institutions and society in general. Therefore, as planners, we have to recognize the fact that the environment is a moral responsibility that will be borne by all, and that any planning process must take into account the environmental aspects of achieving sustainable development that preserves the right of future generations
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Image classification is the process of finding common features in images from various classes and applying them to categorize and label them. The main problem of the image classification process is the abundance of images, the high complexity of the data, and the shortage of labeled data, presenting the key obstacles in image classification. The cornerstone of image classification is evaluating the convolutional features retrieved from deep learning models and training them with machine learning classifiers. This study proposes a new approach of “hybrid learning” by combining deep learning with machine learning for image classification based on convolutional feature extraction using the VGG-16 deep learning model and seven class
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Image classification is the process of finding common features in images from various classes and applying them to categorize and label them. The main problem of the image classification process is the abundance of images, the high complexity of the data, and the shortage of labeled data, presenting the key obstacles in image classification. The cornerstone of image classification is evaluating the convolutional features retrieved from deep learning models and training them with machine learning classifiers. This study proposes a new approach of “hybrid learning” by combining deep learning with machine learning for image classification based on convolutional feature extraction using the VGG-16 deep learning model and seven class
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The permeable reactive barrier (PRB) is one of the promising innovative in situ groundwater remediation technologies, in removing of copper from a contaminated shallow aquifer. The 1:1- mixture of waste foundry sand (WFS) and Kerbala’s sand (KS) was used for PRB. The WFS was represented the reactivity material while KS used to increase the permeability of PRB only. However, Fourier-transform infrared (FTIR) analysis proved that the carboxylic and alkyl halides groups are responsible for the sorption of copper onto WFS. Batch tests have been performed to characterize the equilibrium sorption properties of the (WFS+KS) mix in copper- containing aqueous
solutions. The sorption data for Cu+2 ions, obtained by batch experiments, have be
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This study concerns the removal of a trihydrate antibiotic (Amoxicillin) from synthetically contaminated water by adsorption on modified bentonite. The bentonite was modified using hexadecyl trimethyl ammonium bromide (HTAB), which turned it from a hydrophilic to a hydrophobic material. The effects of different parameters were studied in batch experiments. These parameters were contact time, solution pH, agitation speed, initial concentration (C0) of the contaminant, and adsorbent dosage. Maximum removal of amoxicillin (93 %) was achieved at contact time = 240 min, pH = 10, agitation speed = 200 rpm, initial concentration = 30 ppm, and adsorbent dosage = 3 g bentonite per 1L of pollutant solution. The characterization of the adsorbent, modi
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Chromene is considered a fused pyran ring with a benzene ring, which is found in many plants and is part of many important compounds such as anthocyanidins, anthocyanins, catechins, and flavanones. These compounds are included under the headings "flavonoids" and "isoflavonoids." These compounds are well known as bioactive molecules with wide medicinal uses. According to these pharmacokinetic characteristics, many researchers are giving more attention to this type of compound and its derivatives. Many chromene derivatives have been synthesized to study their biological effects for the treatment of many diseases. Furthermore, the researcher displayed wide interest in finding new methods for synthesizing chromene derivatives. These met
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